专题:Target Tracking and Data Fusion in Sensor Networks

This cluster of papers focuses on particle filtering and nonlinear estimation methods, including Kalman filters, Monte Carlo methods, sensor fusion, sequential Monte Carlo, Gaussian filters, and Bayesian inference. The papers cover a wide range of applications such as state estimation, multitarget tracking, and sensor network management.
最新文献
Lagrangian grid-based estimation of nonlinear systems with invertible dynamics

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Bridging the gap between deterministic and probabilistic approaches to state estimation

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Long-Time Accuracy of Ensemble Kalman Filters for Chaotic Dynamical Systems and Machine-Learned Dynamical Systems

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Simultaneous Track-Monitoring of Multiple Mobile Airspace Objects Using Non-Collocated Video Sensors

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Efficient collision algorithms in DSMC for rarefied gas dynamics: Markovian NTC-pre-scan and Bernoulli-trial schemes

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View-Centric Multiobject Tracking With Homographic Matching in Moving UAV

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Vision-Based Multi-Step Approach for Estimating Inertia Parameters of Space Debris in the Presence of Gravity Gradient Torque

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A distribution-free monitoring technique for covariate-regulated processes

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Are we ready for highly automated vehicles? Evaluating automated driving systems’ safety and reliability using inverse probability weighted regression adjustment

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HAIR-GLMB: Hybrid appearance-IoU reinforced GLMB filter for UAV-based multi-target tracking

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近5年高被引文献
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics

article Full Text OpenAlex 450 FWCI57.8938

A Review on Kalman Filter Models

review Full Text OpenAlex 437 FWCI55.6736

Performance of NIRCam on JWST in Flight

article Full Text OpenAlex 341 FWCI59.854

Model-Based Deep Learning

article Full Text OpenAlex 300 FWCI46.796

Bayesian Filtering and Smoothing

book Full Text OpenAlex 241 FWCI79.0767

Neural-Fly enables rapid learning for agile flight in strong winds

article Full Text OpenAlex 223 FWCI119.3217

Event-Based Adaptive NN Fixed-Time Cooperative Formation for Multiagent Systems

article Full Text OpenAlex 223 FWCI29.9777

Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches

article Full Text OpenAlex 202 FWCI26.6658

Radar sensor network resource allocation for fused target tracking: A brief review

review Full Text OpenAlex 169 FWCI22.7667

Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review

review Full Text OpenAlex 132 FWCI22.9806